TypeScript · ★ 35,716 · 🍴 2,866 · 📈 4,697 stars today
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
中文介绍 把代码库转换为可交互的知识图谱，支持探索、搜索和提问，帮助开发者快速理解项目结构、模块关系与实现细节。适合代码审查、接手陌生仓库、辅助编程工具理解上下文等场景。
JavaScript · ★ 194,313 · 🍴 29,961 · 📈 1,915 stars today
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
中文介绍 面向智能体开发工具的性能优化框架，围绕技能、记忆、安全、研究优先流程等机制提升编码代理的执行质量。适合使用各类智能编程助手的开发者规范工作流、减少低效试错。
Python · ★ 20,672 · 🍴 3,444 · 📈 2,155 stars today
Learn it. Build it. Ship it for others.
中文介绍 围绕人工智能工程从零学习、构建到交付的实践项目，侧重把概念转化为可运行产品。适合想系统掌握智能应用开发的工程师、学生和独立开发者，用于练习完整项目落地。
Python · ★ 16,643 · 🍴 1,952 · 📈 1,718 stars today
Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork
中文介绍 收集面向知识工作者的开源插件，主要用于增强协作式智能助手在信息整理、文档处理和办公流程中的能力。适合研究员、产品经理、运营和内容工作者扩展日常知识处理工具。
Python · ★ 10,091 · 🍴 1,185 · 📈 880 stars today
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 26 security domains · Apache 2.0
中文介绍 整理七百余项网络安全智能体技能，并映射到多套安全框架，便于代理按标准执行分析、防御和风险评估任务。适合安全研究员、红蓝队和合规团队构建结构化安全工作流。
★ 5,001 · 🍴 402 · 📈 539 stars today
A skill file for removing AI tells from prose
中文介绍 用于改进智能生成文本的技能文件，重点去除常见机器写作痕迹，让文章更自然、具体、少套话。适合写作者、编辑和内容团队在润色邮件、博客、报告时提升文本可信度。
Shell · ★ 21,584 · 🍴 1,735 · 📈 1,430 stars today
Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop
中文介绍 为智能助手提供写作与生成品味约束，减少空泛、模板化和缺乏判断的输出，使内容更有选择性和表达质量。适合内容创作者、产品团队和开发者优化智能体的默认回答风格。
HTML · ★ 167,311 · 🍴 3,080 · 📈 1,219 stars today
DigitalPlat FreeDomain: Free Domain For Everyone
中文介绍 提供免费域名相关服务或资源入口，目标是降低个人和小团队获取域名的门槛。适合学生、独立开发者和开源项目在测试、展示页面或轻量应用部署时使用。
@AskVenice · 66.9K 粉丝 · 6.9M 阅 · 999 赞 · 116 转
Venice's default chat is now an agent that breaks complex tasks into steps, selects the right tool for each step, and delivers results across text, images, video, search, and more in a single
中文介绍 威尼斯默认聊天升级为智能体形态，可把复杂任务拆成步骤，并按步骤调用文本、图像、视频、搜索等工具，强调从单一问答转向跨模态任务执行。
@sairahul1 · 106.0K 粉丝 · 6.4M 阅 · 2.4K 赞 · 415 转
Everyone uses AI. Almost nobody understands how it actually works. People throw around words like transformers, embeddings, RAG, agents, RLHF… …as if everyone already knows. Most don't. And
中文介绍 面向二〇二六年的人工智能基础概念科普，梳理变换器、嵌入、检索增强生成、智能体、人类反馈强化学习等20个高频术语，价值在于补齐使用者的原理认知。
@sairahul1 · 106.0K 粉丝 · 2.1M 阅 · 1.1K 赞 · 147 转
I thought I was using AI to code. I was actually just typing faster. Here is the difference — and the 7-agent system that changed everything. Save this. It will save you months. THE PROBLEM NOBODY
中文介绍 介绍用克劳德代码搭建软件工厂的7智能体系统，核心观点是别只把人工智能当提速打字工具，而要让多个智能体分工，在睡觉时也能推进功能交付。
@eng_khairallah1 · 58.6K 粉丝 · 1.9M 阅 · 746 赞 · 92 转
Most people download Claude and start typing questions immediately. Save this :) They treat it like a chatbot. They get decent answers. They think that is all it does. Meanwhile a small group of users
中文介绍 一篇克劳德进阶设置教程，列出多数用户没用过的40项功能，强调从聊天机器人式提问转向更完整的工作流配置，适合已经用过但未深入设置的人。
@eng_khairallah1 · 58.6K 粉丝 · 1.8M 阅 · 836 赞 · 115 转
Everyone is talking about AI agents. Save this :) Build an agent. Deploy an agent. Agent this. Agent that. But when you actually sit down to build one, you hit a wall. The tutorials assume you already
中文介绍 克劳德智能体团队搭建入门课，针对新手真正开始构建智能体时遇到的门槛，试图把抽象的部署、协作和使用流程拆成可执行步骤。
@sairahul1 · 106.0K 粉丝 · 203.2K 阅 · 500 赞 · 82 转
Everyone is talking about AI agents in 2026. Most people have no idea how they actually work. This changes today. I spent weeks distilling everything: courses, books, real builds, production failures.
中文介绍 二〇二六年人工智能智能体完整课程型长帖，整合课程、书籍、真实构建和生产失败经验，重点解释智能体如何工作，而不是停留在概念热词层面。
@nateberkopec · 29.8K 粉丝 · 166.7K 阅 · 500 赞 · 51 转
In May 2026, we are now five months post-Opus-4.5 and the great “Christmas Break Revolution” that saw us all hunkered down in front of our laptops over the new year. I’m now about nine to twelve
中文介绍 作者回顾二〇二六年五月大模型使用体验，距离奥普斯四点五发布约5个月，结合过去9到12个月观察，讨论大模型能力、工作方式变化和热潮后的真实感受。
@TheAhmadOsman · 59.9K 粉丝 · 162.6K 阅 · 512 赞 · 83 转
You don't pick an inference engine first. You pick a hardware strategy, a workload shape, and a serving model. The engine follows. That is the most useful way to think about LLM inference engines.
中文介绍 本地人工智能硬件与大模型推理引擎选型指南，核心判断是先确定硬件策略、负载形态和服务模式，再选择推理引擎，避免一上来就比较工具名。
Amid rapidly growing adoption of enterprise-level AI agents, there’s a disconnect emerging between ambition and execution. Although 85% of organizations say they want to be agentic within the next three years, 76% say their current operations and infrastructure can’t support that change. They cite a
中文介绍 企业级人工智能代理采用加速，但目标与执行脱节。调查显示，八成五组织希望三年内实现代理化，七成六认为现有运营和基础设施尚无法支撑。
Haven’t you heard? White-collar jobs are going away, decimated by AI. Waves of layoffs in the tech sector (most recently at Coinbase and Meta and Cisco) are said to presage what will soon come for all of us knowledge workers. But before you quit your job as a software developer or financial analyst—
中文介绍 文章讨论人工智能取代白领工作的担忧，指出科因贝斯、元宇宙平台公司和思科等科技裁员被视为信号，但软件开发等知识岗位是否会迅速消失仍需审慎判断。
Artificial intelligence has not so far produced a clean story of mass unemployment. Aggregate employment in developed countries remains broadly stable, and recent assessments have found limited evidence that AI has shifted the headline numbers. But a troubling change may be hiding beneath the surfac
中文介绍 人工智能迄今未造成发达国家总体就业明显下滑，相关评估也显示对总体数据影响有限。但文章提示，入门级岗位可能出现结构性压力，值得提前应对。
训练速度比英伟达Megatron快10%
解决卡了人类56年的数学难题
MTS（技术员工） @Anthropic
独特“幸运星”ID设计，打造数字系列史上最精致外观
90后天才+70后老将打造
跻身全球编程模型第一梯队
深度适配OpenClaw、Claude Code、Hermes等
中文介绍 本期人工智能简报涉及格罗克构建命令行工具、人工智能硬件市场动态，以及教皇利奥关于人工智能风险的警示。原文摘要缺失，细节信息有限。
OpenAI partners with Grupo Folha and Grupo UOL to bring trusted Brazilian journalism to ChatGPT, expanding access to news with attribution and transparency.
中文介绍 开放人工智能公司与巴西福利亚集团和乌奥尔集团达成战略内容合作，将可信巴西新闻引入聊天生成式预训练模型，并强调新闻归因和透明度。
中文介绍 抱抱脸博客介绍人工智能代理相关术语，重点解释执行环境、脚手架等概念，旨在帮助开发者准确理解代理系统中的关键组件和表述。
中文介绍 本期人工智能简报提到神话一号、新型云计算热潮，以及模型上下文协议转向无状态等议题。原文未提供摘要，无法确认更多细节。
昨日/最近交易日的金融分析显示，A股整体偏强，样本平均-0.09%，上证指数-0.17%；创业板指+0.54%；板块上有色最强（+3.46%），半导体相对落后（-1.15%）；重点板块中3/7个收涨。 美股整体偏强，样本平均+1.04%，S&P 500 ETF+0.66%；Nasdaq 100 ETF+1.78%；大型科技股中AMD领涨（+7.76%），Microsoft承压（-0.58%）；VIX-3.11%；10Y美债收益率-0.22%。
昨日走势上，A股大盘样本平均-0.09%，重点板块样本平均+0.21%，市场结构偏向题材/行业线索。板块内部强弱分化明显：有色+3.46%居前，半导体-1.15%落后，说明资金并非全面扩散，而是在少数方向里做选择。美股大盘样本平均+1.04%，重点公司样本平均+1.51%，AMD+7.76%强于同组，Microsoft-0.58%拖累风险偏好。宏观风险代理方面，VIXY 波动率ETF-3.11%、美元指数-0.04%，这会影响后续科技成长和周期资源方向的弹性。
后续A股的基准判断是弱修复或震荡整理。大盘指数整体偏强，样本平均-0.09%，需要先观察上证/沪深300是否止跌，以及有色、银行的相对强势能否延续；若半导体、机器人继续拖累，市场大概率仍以防守和轮动为主。
后续美股的基准判断是风险偏好仍在，但上行动能取决于大型科技股是否继续扩散。指数样本整体偏强，样本平均+1.04%，若AMD、Super Micro、Broadcom保持强势且VIX不再上行，科技权重仍可能支撑指数；若收益率或美元重新抬升，估值较高的成长股会先承压。
半导体当前-1.15%，后续要看是否跟随美股AI硬件链修复。AI/算力当前-0.58%，如果Nvidia/AMD/AVGO保持强势，A股映射会更容易延续。银行当前+0.52%，它更像防守和指数稳定器；若银行强、科技弱，市场风格会偏保守。大消费、机器人、有色和光通信需要结合强弱排序看资金轮动，短期更关注能否从单日强势变成连续2-3日相对强势。
美股重点公司后续主要看三条线：AI硬件链、平台型科技和高波动个股。Nvidia当前-0.22%，它仍是AI风险偏好的核心参照。若AMD、Super Micro、Broadcom继续领涨，同时Microsoft、Amazon、Nvidia跌幅收敛，指数更容易走出健康轮动；反过来，如果强者补跌，说明资金可能从高估值科技撤出。
上证指数-0.17%；创业板指+0.54%；板块上有色最强（+3.46%），半导体相对落后（-1.15%）；重点板块中3/7个收涨。
S&P 500 ETF+0.66%；Nasdaq 100 ETF+1.78%；大型科技股中AMD领涨（+7.76%），Microsoft承压（-0.58%）；VIX-3.11%；10Y美债收益率-0.22%。
US to keep tariffs on USMCA countries, issues with Canada 'significant', Greer says Reuters
中文摘要 路透社报道，美国贸易代表格里尔表示，美国将继续对美墨加协定国家征收关税，并称与加拿大之间的问题「重大」但未披露更多细节。
Iran has warned that it would retaliate after American military forces attacked sites near the Strait of Hormuz.
中文摘要 美国官员称，在再次发动打击前，美国已观察到来自伊朗的威胁。伊朗警告称，美军袭击霍尔木兹海峡附近目标后将采取报复行动。
Authorities in Britain and France warned that “unprecedented” temperatures — at a time when few expected them — could persist. Climate change has made heat waves more frequent and more intense.
中文摘要 英国、西班牙和法国遭遇春季热浪并打破纪录。英法当局警告，罕见高温可能持续；气候变化使热浪更频繁且强度更高。
The 36-year-old, named in the French news media as David G., is among more than 70 employees at schools in the capital who have been recently suspended or fired over allegations of sexual abuse and other misconduct.
中文摘要 巴黎一名36岁学校工作人员因儿童虐待指控受审。法国媒体称其为戴维·G，近期巴黎已有70多名学校雇员因性侵和不当行为指控被停职或解雇。
Another surge for Micron, Wall Street’s latest $1 trillion company, sends US stocks to records AP News
中文摘要 美联社报道，美光科技股价再度上涨，成为华尔街最新市值达1万亿美元的公司之一，并推动美国股市刷新纪录。
Aspects such as drone technology and diplomacy show how the wars intersect on the battlefield and in global alignments, providing a model for future conflicts.
中文摘要 纽约时报分析称，乌克兰战争与伊朗相关冲突在无人机技术、外交互动和全球阵营变化等方面存在交集，或为未来冲突提供参照。
The agreement is important for both nations, as Canada seeks new markets away from the United States and Germany tries to diversify its energy supply.
中文摘要 加拿大与德国达成液化天然气出口重要协议。加拿大希望降低对美国市场依赖，德国则寻求能源供应多元化，双方均视该协议为关键安排。
Trump raises refugee ceiling by 10,000 to bring in more white South Africans Reuters
中文摘要 路透社报道，特朗普将美国难民接收上限提高1万人，以接纳更多南非白人。报道未提供政策执行时间和具体资格细节。
Roland Garros, a WWI-era pilot, is credited with revolutionizing aerial combat. The major Paris tennis tournament was named after him in 1928, a decade after his death in combat.
中文摘要 法国网球公开赛以罗兰·加洛斯命名。加洛斯并非网球选手，而是一战时期飞行员，被认为推动空战变革；该赛事1928年以其命名。
Temperature records are breaking and triggering government warnings, with London hitting 95 degrees the past two days. Experts say unpredictable and extreme weather is becoming more frequent.
中文摘要 欧洲异常偏早的热浪打破多地气温纪录并造成人员死亡。伦敦连续两天气温达95华氏度，政府发布预警，专家称极端天气正更常见。
America’s tech-filled classrooms are facing a backlash against school-assigned devices AP News
中文摘要 美联社报道，美国高度技术化的课堂正遭遇反弹，学校配发设备受到质疑。报道关注教育场景中设备使用带来的争议。
Two children, 12 and 15, were among those killed in the crash near Brussels, officials said. The students in the van attended a special education school.
中文摘要 比利时布鲁塞尔附近一辆学校面包车与火车相撞，造成4人死亡，其中包括12岁和15岁两名儿童。车上学生来自一所特殊教育学校。
EU queries Czech PM's moves to tackle conflicts of interest Reuters
中文摘要 路透社报道，欧盟就捷克总理处理利益冲突的措施提出质询。报道未披露欧盟关注的具体交易或整改要求。
Mind your language: debate rages over Hong Kong principal’s Singapore meltdown South China Morning Post
中文摘要 南华早报报道，香港一名校长在新加坡相关事件中的言论引发争议，围绕语言使用和行为边界的讨论持续发酵。
Exclusive: Starlink and Amazon may be able to buy into EU mobile satellite spectrum plan Reuters
中文摘要 路透社独家称，星链和亚马逊可能获准参与欧盟移动卫星频谱计划。该安排若落实，将影响欧洲卫星通信市场竞争格局。
Hands-on approach was viewed as aggressive by several colleagues at UK oil major
中文摘要 英国石油解除阿尔伯特·曼尼福德董事长职务，此前多名同事称其高度介入式管理风格具有攻击性，并提出霸凌相关指控。
Also in today’s newsletter: BP removes chair Albert Manifold, and Iran accuses US of ‘flagrant’ ceasefire violations
中文摘要 字节跳动向人工智能团队提供特别股票激励，以应对人才被竞争对手挖角；同日新闻还涉及英国石油撤换董事长及伊朗指控美国违反停火。
Rocket, Satellite Stocks Surge as SpaceX IPO Fuels Euphoria Bloomberg.com
中文摘要 受美国太空探索技术公司可能上市的市场预期推动，火箭和卫星相关股票走强，投资者对商业航天板块情绪升温。
Emerging Stocks Extend Rally as AI Boom Outweighs Iran Doubts Bloomberg.com
中文摘要 新兴市场股票延续涨势，人工智能热潮带来的资金偏好盖过了伊朗局势相关疑虑，推动相关市场风险资产表现较强。
An IPO so big it could change the Nasdaq
中文摘要 美国太空探索技术公司上市进程受到关注，报道称其首次公开募股规模可能巨大，甚至对纳斯达克市场结构和权重产生影响。
Decision would be first time EU conducted detailed review of Chinese takeover
中文摘要 欧盟预计将对京东收购德国电子零售商塞科诺米展开深入调查，这将是欧盟首次对中国企业收购进行详细审查。
Investors should be concerned by Manifold’s ousting, but better to fire too many executives than too few
中文摘要 评论称英国石油内部治理问题严重，投资者应关注曼尼福德被免职事件，但相较保留不合适高管，过度调整管理层风险或较低。
Luce launch comes as executives are divided over demand for luxury electric cars
中文摘要 法拉利首款电动车“卢切”发布后遭遇投资者和社交媒体反弹，公司高管对豪华电动车需求前景存在分歧。
Judge Mark Mullen warns lawyers against outsourcing legal research or reasoning
中文摘要 英国律所品诚梅森因人工智能使用错误受到法院训诫。法官马克·马伦警告律师不得将法律研究或推理外包给人工智能。
New Stanford-led study finds candidates that fail AI-hiring tests face ‘systemic rejection’ across companies
中文摘要 斯坦福牵头研究发现，招聘中的人工智能工具导致明显种族差异，未通过人工智能筛选的候选人可能在多家公司遭遇系统性拒绝。
Bacterium causes similar numbers of deaths to malaria and HIV/Aids, but attracts far less funding
中文摘要 A族链球菌疫苗获得1.4亿美元资金支持。该细菌造成的死亡人数接近疟疾和艾滋病，但长期获得的研发资助明显较少。
India Loses Market Rank to Taiwan Even Before Iran War Hits Earnings Bloomberg.com
中文摘要 在伊朗战争影响企业盈利前，印度已被台湾超过、失去相关市场排名，显示区域股市表现和估值格局出现变化。
Minutes of the Board's discount rate meeting on April 20 and 29, 2026
Minutes of the Board's discount rate meeting on April 20 and 29, 2026
Kevin Warsh takes oath of office as chairman and a member of the Board of Governors of the Federal Reserve System, and the Federal Open Market Committee unanimously selects Warsh as its chairman
Agencies publish resolution plan feedback letters for certain domestic and foreign banking organizations
Federal Reserve Board issues enforcement action with former employee of Commerce Bank
Federal Reserve Board requests public comment on a proposal to establish a "payment account," which legally eligible financial institutions could use for the specific purpose of clearing and settling their payments
Minutes of the Federal Open Market Committee, April 28-29, 2026
Minutes of the Federal Open Market Committee, April 28-29, 2026
Federal Reserve Board names Jerome H. Powell as chair pro tempore; Powell will serve as chair pro tempore until Kevin M. Warsh is sworn in as the new chair
Federal Reserve Board announces approval of application by the Stephen M. Calk 2025 Trust
该源今日无内容。